Natural Language Processing Notebooks

NLP in Python with Deep Learning

Natural Language Processing Notebooks

Written for Practicing Engineers

This work builds on the outstanding work which exists on Natural Language Processing. These range from classics like Jurafsky’s Speech and Language Processing to rather modern work in The Deep Learning Book by Ian Goodfellow et al.

While they are great as introductory textbooks for college students - this is intended for practitioners to quickly read, skim, select what is useful and then proceed. There are several notebooks divided into 7 logical themes.

Each section builds on ideas and code from previous notebooks, but you can fill in the gaps mentally and jump directly to what interests you.